G2A2 is an automated graph generator with attributes and anomalies. It is a highly accurate, flexible, and scalable graph generator that can generate graphs with ground truth.
This repository contains code for G2A2 and a realistic graph library containing G2A2-generated social media graphs, article graphs, and Internet traffic graphs. The library encompasses graphs with varying anomaly percentages, as well as different numbers of nodes and edges, providing researchers with a tool for benchmarking various algorithms.
| Domain | #nodes (U) | #nodes (V) | #edges | anomaly% | Features | Duration (hrs) | Link |
|---|---|---|---|---|---|---|---|
| G2A2-Social Media | 100000 | 10000 | 1000000 | 1 | 172 | 744 | Download |
| G2A2-Social Media | 100000 | 10000 | 1000000 | 5 | 172 | 744 | Download |
| G2A2-Social Media | 100000 | 10000 | 1000000 | 10 | 172 | 744 | Download |
| G2A2-Computer Networks | 100000 | 10000 | 1000000 | 1 | 19 | 144 | Download |
| G2A2-Computer Networks | 100000 | 10000 | 1000000 | 5 | 19 | 144 | Download |
| G2A2-Computer Networks | 100000 | 10000 | 1000000 | 10 | 19 | 144 | Download |
[Pending] Will be provided as soon as the proceedings of 21st ACM International Conference on Computing Frontiers (CF' 24) is released.
© Virginia Polytechnic Institute and State University, 2023.
Please refer to the included LICENSE file.